Triple

T8349159
Position Surface form Disambiguated ID Type / Status
Subject Fisher E196115 entity
Predicate hasNotableBearer P458 FINISHED
Object David Fisher (physicist)
David Fisher is an American mathematical physicist known for his contributions to statistical mechanics and the theory of phase transitions.
 E728764 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: David Fisher (physicist) | Statement: [Fisher, hasNotableBearer, David Fisher (physicist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Fisher (physicist)
Context triple: [Fisher, hasNotableBearer, David Fisher (physicist)]
  • A. Murray Feshbach
    Murray Feshbach was an American demographer and scholar known for his pioneering research on Soviet and Russian population, public health, and environmental issues.
  • B. Ralph Ginzburg
    Ralph Ginzburg was an American publisher, editor, and writer known for his provocative magazines and for being at the center of landmark U.S. obscenity and free speech court cases in the 1960s.
  • C. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • D. Sidney Drell
    Sidney Drell was an American theoretical physicist renowned for his contributions to quantum field theory and particle physics, as well as for his influential work in national security and arms control policy.
  • E. Robert W. Fuller (physicist)
    Robert W. Fuller is an American physicist, educator, and author known for his work on dignity and the social concept of "rankism" after an earlier career in academia and science.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David Fisher (physicist)
Triple: [Fisher, hasNotableBearer, David Fisher (physicist)]
Generated description
David Fisher is an American mathematical physicist known for his contributions to statistical mechanics and the theory of phase transitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Fisher (physicist)
Target entity description: David Fisher is an American mathematical physicist known for his contributions to statistical mechanics and the theory of phase transitions.
  • A. Murray Feshbach
    Murray Feshbach was an American demographer and scholar known for his pioneering research on Soviet and Russian population, public health, and environmental issues.
  • B. Ralph Ginzburg
    Ralph Ginzburg was an American publisher, editor, and writer known for his provocative magazines and for being at the center of landmark U.S. obscenity and free speech court cases in the 1960s.
  • C. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • D. Sidney Drell
    Sidney Drell was an American theoretical physicist renowned for his contributions to quantum field theory and particle physics, as well as for his influential work in national security and arms control policy.
  • E. Robert W. Fuller (physicist)
    Robert W. Fuller is an American physicist, educator, and author known for his work on dignity and the social concept of "rankism" after an earlier career in academia and science.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8016c4188190a5ff93078e74dc39 completed March 31, 2026, 8:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc74e11f881908b52d0ffea751c96 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc8596888190867bb0f298b6fac1 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd14de9408190a5522fbdbef4d748 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 5:58 p.m.